Digitizing Unpublished Cuneiform Tablets: Automated Image Post-Production Pipeline

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Author/Researcher: Yujeong (Erin) Lee Take a look at the project on Gitlab: https://code.cs.earlham.edu/elee17/capstone-cuneiform-image-processing. Watch the software demonstration on Youtube: https://youtu.be/XKweV6jdfxs Read the paper on Google Drive: https://drive.google.com/file/d/1FbfkI6wKPajhWrgkG2fCWU6BwHKeuqrM/view?usp=sharing Abstract Ancient Near Eastern cuneiform tablets document one of the earliest writing systems … Read More

Capstone Proposal

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Stock Price Prediction using Online Sentiment Stock Price Prediction using Online Sentiment Muskan Uprety Department of Computer Science Earlham College Richmond, Indiana, 47374 muprety17@earlham.edu KEYWORDS Stock prediction, sentiment analysis, price direction prediction . 1 ABSTRACT Due to the current pandemic … Read More

Senior Capstone, Looking Back

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Abstract An ever-present problem in the world of politics and governance in the United States is that of unfairly political congressional redistricting, often referred to as gerrymandering. One method for removing gerrymandering that has been proposed is that of using … Read More

Senior Capstone

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An Integrated Model for Offline Handwritten Chinese Character Recognition Based on Convolutional Neural Networks Abstract Optical Character Recognition (OCR) is an important technology in computer vision and pattern recognition that recognizes text embedded in images. Although the OCR achieved high … Read More

Phi Nguyen – Senior Capstone

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Abstract Modern internet architecture faces the challenge of centralized services by big tech companies, which capitalizes on the users’ information. Most of the well-known chat services at the moment have to depend on a third party server which stores the … Read More

CS488 – Abstract

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Optical Character Recognition (OCR) is an important technology in computer vision and pattern recognition that recognizes text embedded in images. Although the OCR achieved high accuracy for languages with alphabet-based writing systems, its performance on handwritten Chinese text is poor … Read More

Yujeong’s Research Proposal, on optimal edge detection for fatcross production

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The file can be found here: https://drive.google.com/file/d/1oljfEJN0xPCyrRnoc160miq2ZJ8VWOWX/view?usp=sharing. Keywords: edge detection, Sobel, Canny, Gaussian smoothing filter, hysteresis, Assyriology, cuneiform tablet Abstract: Cuneiform tablets of the ancient Near East document one of the earliest writing systems known. Millions of such cuneiform tablets … Read More

Final proposal + presentation – 388

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presentation: https://docs.google.com/presentation/d/1o5tocDFjyPA1eswjaDEi_mrpe2eHbuZGkbrdTn4egXQ/edit?usp=sharing Cancer staging and metastasis detection using convolutional neural networks and transfer learning ABSTRACT Artificial Intelligence (AI) has been used extensively in the field of medicine. More recently, advanced machine learning algorithms have become a big part of oncology … Read More

Pitch ideas

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Idea 1: Masked Face Detection:Introduction: Due to the fact that the virus that causes COVID-19 is spread mainly from person to person through respiratory droplets produced when an infected person coughs, sneezes, or talks, it is important that people should … Read More

Phi – Three Pitches

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First Idea: Peer-to-peer chat webapp This app allows two(or more) people to instantly and directly connect with each other and exchange messages without any third party authorization. It operates completely on a peer-to-peer network, established among the users. This solves … Read More

Yujeong’s Pitches for CS

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CS 388 David Barbella Yujeong Lee 1) Sentiment Analysis on Popular Fiction Books (Data Science)  Research topic/question: People have long discussed “formulas” for writing successful narrative fiction, such as the three-act structure or the hero’s journey, both models that follow … Read More

Pitches

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Use deep reinforcement learning to tune the hyperparameters (learning rate, lambda – regularization parameter, number of layers, number of units in each layer, different activation functions) of a Neural Network. The overall cost function of RL agent will include the … Read More

CS488 Update

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In the past week, I worked on modifying my diagram and finished generating results. I also tried to draw meaningful insights from the validation results. After chatting with Xunfei, I finalized my poster and thought about elements to add to … Read More

CS 488 – Week 14

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I completed the second draft of my paper which required changes in the diagram, motivation for the project. The final draft shall have all the required and suggested materials. I am working on the final version of the poster which … Read More

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